Canonry vs Ruvector
Canonry and Ruvector are both databases MCP servers. Ruvector scores higher (94 vs 82 out of 100). Ruvector has more GitHub stars (4.6k), and Ruvector was updated more recently (yesterday). The table compares them side by side.
| Canonry | Ruvector | |
|---|---|---|
| Score | 82 / 100 | 94 / 100 |
| What it does | Self-hosted AI visibility (AEO) platform: track how ChatGPT, Claude, Gemini, and Perplexity cite your domain, join it with Search Console, GA4, server-side traffic, and paid media, and fix what you find through agent tools (CLI, REST, MCP). Local SQLite. | Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms |
| Publisher | Verified: npm:@canonry | Verified: npm:ruvector |
| Grades | Maintenance A, Licence A, Quality B | Maintenance A, Licence A, Quality A |
| npm downloads a week | 1,366 | 71,554 |
| Runs | Local | Local |
| Works with | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf | Claude Code, Claude Desktop, Cursor, Codex, Gemini CLI, VS Code, Windsurf |
| GitHub stars | 187 | 4,600 |
| Last commit | 20 Oct 2026 | 20 Oct 2026 |
| Licence | MIT | MIT |
| Listed since | 20 Oct 2026 | 20 Oct 2026 |
| Install Canonry | Install Ruvector |
Questions
Is Canonry or Ruvector more popular?
Ruvector has more GitHub stars: 4,600.
Can I use Canonry and Ruvector together?
Yes. AI assistants can load several MCP servers at once. Install both and the assistant picks the right one for each task.